Discover Awesome MCP Servers

OpenRouter Model Router MCP Server

Enables ChatGPT to delegate tasks to various AI models (e.g., Gemini, Claude, Qwen) via OpenRouter, acting as an orchestrator that returns results with confirmed model usage.

Blockchain Verification MCP

Blockchain Verification - MCP server providing AI-powered tools and automation by MEOK AI Labs

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

webull-openapi-mcp

An MCP server that enables AI assistants to securely access Webull trading and market data, supporting multi-region (US/HK), various asset classes, order types, and risk controls.

naija-faker-mcp

Enables AI assistants to generate fake Nigerian data including names, addresses, phone numbers, LGAs, and states for Yoruba, Igbo, and Hausa ethnic groups.

MCP4Amazon

An MCP server that enables large language models to directly access and analyze Amazon product information, including product details, variants, and reviews.

ABAP-ADT-API MCP-Server

An MCP server that facilitates seamless interaction with SAP ABAP systems to manage development objects, transport requests, and source code. It provides a comprehensive suite of tools for performing syntax checks, object searches, and code modifications via the ADT API.

MCP Adobe Premiere Pro

An AI-powered automation bridge for Adobe Premiere Pro that enables controlling video edits with natural language and automating workflows through Claude or other AI agents.

Gmail MCP Server

A comprehensive MCP server providing 24 tools for full Gmail management, including email operations, label organization, and batch filtering. It features multi-account support and secure OAuth authentication for interacting with mailboxes via natural language.

Excalidraw MCP App

MCP server that streams hand-drawn Excalidraw diagrams with smooth viewport camera control and interactive fullscreen editing.

grainjournal

An MCP-native journaling server that prompts one question per day and captures your responses verbatim, with no AI rewriting or analysis. It integrates with Claude Desktop, Cline, or cron scripts, storing everything as markdown in your vault.

kickserv-mcp

MCP server for Kickserv field service management that enables AI agents to read and manage customers, jobs, and invoices through natural language.

MCP-Undetected-Chromedriver

An MCP service that automates Chrome browser control while bypassing anti-bot detection mechanisms, enabling web scraping, testing and automation on sites with sophisticated bot protection.

geotap-mcp-server

ollect comprehensive environmental data from 80+ US federal sources (FEMA, EPA, USGS, NOAA, NRCS, USFWS, DOE, DOT, CDC, Census) for any US location. One tool returns flood zones, soils, wetlands, rainfall, water quality, contamination, seismic risk, infrastructure, ecology, energy, and demographics.

MCP Knowledge Base Server

Enables semantic search over knowledge-base articles and listing of sample support tickets using MCP tools.

cocos-mcp

A headless MCP server that enables AI to create complete 2D/3D games in Cocos Creator without opening the editor or writing TypeScript code, featuring 184 tools for scene building, physics, UI, and automated testing.

Graylog MCP Server

An MCP server that gives AI assistants direct access to your Graylog logs -- search, aggregate, analyze, and cluster log data through natural language.

MCP Heuristics - Garden Management System

Okay, here's a translation of "POC for tracking MCP server tool usage with Kestra" into Chinese, along with some considerations for choosing the best translation: **Option 1 (More Literal, Generally Understandable):** * **使用 Kestra 跟踪 MCP 服务器工具使用情况的概念验证 (POC)** * (Shǐyòng Kestra gēn zōng MCP fúwùqì gōngjù shǐyòng qíngkuàng de gàiniàn yànzhèng (POC)) * This is a fairly direct translation. It uses "概念验证 (gàiniàn yànzhèng)" for "proof of concept" which is a common and well-understood term in technical contexts. "跟踪 (gēn zōng)" means "track" or "monitor." "使用情况 (shǐyòng qíngkuàng)" means "usage situation" or "usage status." **Option 2 (Slightly More Concise, Still Clear):** * **用 Kestra 监控 MCP 服务器工具使用情况的 POC** * (Yòng Kestra jiānkòng MCP fúwùqì gōngjù shǐyòng qíngkuàng de POC) * This is similar to Option 1, but uses "监控 (jiānkòng)" which means "monitor" or "supervise." It's slightly shorter and can be a good alternative if you want to be a bit more concise. **Option 3 (More Emphasis on Implementation/Testing):** * **使用 Kestra 实现 MCP 服务器工具使用情况跟踪的 POC** * (Shǐyòng Kestra shíxiàn MCP fúwùqì gōngjù shǐyòng qíngkuàng gēn zōng de POC) * This option uses "实现 (shíxiàn)" which means "implement" or "realize." It emphasizes the practical aspect of implementing the tracking. **Option 4 (Focus on Validation):** * **Kestra 跟踪 MCP 服务器工具使用情况的验证性 POC** * (Kestra gēn zōng MCP fúwùqì gōngjù shǐyòng qíngkuàng de yànzhèng xìng POC) * This option uses "验证性 (yànzhèng xìng)" which means "verificational" or "validating." It emphasizes that the POC is to validate the tracking. **Which Option to Choose?** * **Option 1 (使用 Kestra 跟踪 MCP 服务器工具使用情况的概念验证 (POC))** is generally the safest and most widely understandable. It's a good default choice. * **Option 2 (用 Kestra 监控 MCP 服务器工具使用情况的 POC)** is a good alternative if you want to be slightly more concise. * **Option 3 (使用 Kestra 实现 MCP 服务器工具使用情况跟踪的 POC)** is suitable if you want to emphasize the implementation aspect. * **Option 4 (Kestra 跟踪 MCP 服务器工具使用情况的验证性 POC)** is suitable if you want to emphasize the validation aspect. **Key Vocabulary:** * **POC (Proof of Concept):** 概念验证 (gàiniàn yànzhèng) or just POC (widely understood) * **Tracking:** 跟踪 (gēn zōng) * **MCP Server:** MCP 服务器 (MCP fúwùqì) * **Tool:** 工具 (gōngjù) * **Usage:** 使用情况 (shǐyòng qíngkuàng) * **Kestra:** Kestra (no translation needed) * **Monitor:** 监控 (jiānkòng) * **Implement:** 实现 (shíxiàn) * **Validation:** 验证性 (yànzhèng xìng) I recommend using **Option 1** unless you have a specific reason to choose one of the others. It's clear, accurate, and uses common technical terminology. Remember to consider your target audience and the specific context when making your final decision.

Wine Tasting Visual Vocabulary MCP Server

Translates wine tasting vocabulary (varietal, terroir, balance, aging) into visual parameters for AI image generation, enabling sommeliers to describe wines in their native sensory language and get corresponding visual attributes for creating wine-inspired imagery.

EZ Web Search MCP Server

A simple MCP server that provides web search functionality via DuckDuckGo, returning titles, URLs, and descriptions for results. Configurable result limit.

Marrow

Marrow gives your agent a governance loop that compounds. With @getmarrow/mcp, any MCP-compatible client can ask Marrow before risky work, inspect live loop state during work, collect required proof, and commit outcomes when the work is done. That means your agent stops operating without accountability and starts carrying forward real decision history. Your agent stops repeating the same mistake

ardupilot-mcp

Enables natural language analysis of ArduPilot flight logs (.bin files) via AI chat apps like Claude Desktop, Cursor, and VS Code, providing explanations and answering questions about flight issues.

WeChat Article Parser

Parses WeChat public account articles to extract metadata, content, and generate AI-powered summaries with semantic analysis, viewpoint extraction, and structure analysis capabilities.

mcp-rfc-editor

An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.

Mindpilot MCP

Visualize anything from Claude Code as a mermaid diagram in a locally hosted web app.

OBTO

OBTO gives your AI assistant a hosted app platform: it scaffolds, deploys, and operates real full-stack apps — pages, APIs, database, scheduled jobs — in a workspace created automatically at your first Google sign-in.

Ocean.io MCP Server

A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.

Cloudflare Playwright MCP

An MCP server that enables AI assistants to perform web automation tasks like navigation, typing, and clicking using Playwright on Cloudflare Workers. It allows models to interact with websites and capture screenshots directly through a set of integrated browser tools.

OpenTrading

An open-source AI trading agent for MetaTrader 5 with MCP support, connecting AI clients to MT5 for market data, analysis, and risk-gated trading.

Learning Assistant Server

用于分析 PDF 并推荐学习问题的 MCP 服务器 (Yòng yú fēnxī PDF bìng tuījiàn xuéxí wèntí de MCP fúwùqì) Here's a breakdown: * **用于 (Yòng yú):** Used for * **分析 (Fēnxī):** Analyzing * **PDF:** PDF (common abbreviation, often used directly in Chinese) * **并 (Bìng):** And * **推荐 (Tuījiàn):** Recommend * **学习问题 (Xuéxí wèntí):** Study problems * **的 (De):** Of (possessive particle) * **MCP 服务器 (MCP fúwùqì):** MCP server